Chapter 31 VIF
What is the purpose of this notebook?
- Calculate the VIFs of a design matrix
TODO
- TODO: plot regressors in different colors
- TODO: return the regressors with high VIF
- flag runs that aren't usable.
ses-01, run-01¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-01, run-02¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-01, run-03¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-01, run-04¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-01, run-05¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-01, run-06¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-03, run-01¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-03, run-02¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-03, run-03¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-03, run-04¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-03, run-05¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-03, run-06¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-04, run-01¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-04, run-02¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-04, run-03¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-04, run-04¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-04, run-05¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show()
ses-04, run-06¶
/Users/h/anaconda3/envs/spacetop_datalad/lib/python3.9/site-packages/nltools/file_reader.py:79: UserWarning: Only 2 columns in file, assuming all stimuli are the same duration warnings.warn(
/var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:76: UserWarning: FixedFormatter should only be used together with FixedLocator fullvif.set_xticklabels(fullvif.get_xticklabels(), rotation = 60, fontsize = 8) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10) /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2976153650.py:79: UserWarning: Matplotlib is currently using module://matplotlib_inline.backend_inline, which is a non-GUI backend, so cannot show the figure. f.show() /var/folders/w8/z3vy42z17hq5gc9r_5hzsgxw0000gn/T/ipykernel_8185/2602223103.py:29: UserWarning: FixedFormatter should only be used together with FixedLocator ax.set_xticklabels(vif_data["feature"].tolist(), rotation = 60, fontsize = 10)
<AxesSubplot:title={'center':'VIF: all 18 runs'}, xlabel='feature', ylabel='VIF'>
